"""
MNE Sample Data
"""
import mne

study_name = 'ds000248'
bids_root = f'/storage/store/data/{study_name}'
deriv_root = f'/storage/store2/derivatives/{study_name}/mne-bids-pipeline/'
subjects_dir = f'{bids_root}/derivatives/freesurfer/subjects'
N_JOBS = 1

subjects = ['01']
rename_events = {'Smiley': 'Emoji',
                 'Button': 'Switch'}
conditions = ['Auditory', 'Visual', 'Auditory/Left', 'Auditory/Right']
epochs_metadata_query = 'index > 0'  # Just for testing!
contrasts = [('Visual', 'Auditory'),
             ('Auditory/Right', 'Auditory/Left')]

time_frequency_conditions = ['Auditory', 'Visual']

ch_types = ['meg']
mf_reference_run = '01'
find_flat_channels_meg = True
find_noisy_channels_meg = True
use_maxwell_filter = True
process_er = False


def noise_cov(bp):
    # Use pre-stimulus period as noise source
    bp = bp.copy().update(processing='clean', suffix='epo')
    epo = mne.read_epochs(bp)
    cov = mne.compute_covariance(epo, rank='info', tmax=0)
    return cov


spatial_filter = 'ssp'
n_proj_eog = dict(n_mag=1, n_grad=1, n_eeg=1)
n_proj_ecg = dict(n_mag=1, n_grad=1, n_eeg=0)
ecg_proj_from_average = True
eog_proj_from_average = False

# bem_mri_images = 'FLASH'
# recreate_bem = True
# recreate_scalp_surface = True

report_evoked_n_time_points = 3
report_stc_n_time_points = 3


def mri_t1_path_generator(bids_path):
    # don't really do any modifications – just for testing!
    return bids_path

on_error = "debug"

  Platform:         Linux-4.15.0-136-generic-x86_64-with-glibc2.27
Python:           3.9.9 | packaged by conda-forge | (main, Dec 20 2021, 02:41:03)  [GCC 9.4.0]
Executable:       /data/parietal/store/work/agramfor/mambaforge/bin/python3.9
CPU:              x86_64: 88 cores
Memory:           503.8 GB

mne:              1.2.dev0
numpy:            1.21.6 {MKL 2022.0-Product with 1 thread}
scipy:            1.8.1
matplotlib:       3.4.3 {backend=agg}

sklearn:          0.24.2
numba:            0.55.1
nibabel:          3.2.1
nilearn:          Not found
dipy:             Not found
openmeeg:         Not found
cupy:             Not found
pandas:           1.3.3
pyvista:          0.32.1 {OpenGL 3.3 (Core Profile) Mesa 20.0.8 via llvmpipe (LLVM 10.0.0, 256 bits)}
pyvistaqt:        0.5.0
ipyvtklink:       Not found
vtk:              9.1.0
qtpy:             1.11.2 {PyQt5=5.12.9}
ipympl:           Not found
pyqtgraph:        Not found
pooch:            v1.6.0

mne_bids:         0.11.dev0
mne_nirs:         Not found
mne_features:     Not found
mne_qt_browser:   Not found
mne_connectivity: Not found
mne_icalabel:     Not found